Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search.

Hugo Zaragoza Websays https://unorganizedmachines.wordpress.com/hugo-zaragoza/ https://scholar.google.com/citations?user=KEmCmT0AAAAJ https://twitter.com/hugo_zara

Chandan K. Reddy Lluís Màrquez Fran Valero Nikhil Rao 0001 Hugo Zaragoza Sambaran Bandyopadhyay Arnab Biswas Anlu Xing Karthik Subbian Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search. 2022 abs/2206.06588 CoRR https://doi.org/10.48550/arXiv.2206.06588 db/journals/corr/corr2206.html#abs-2206-06588

Miquel Duran-Frigola Martino Bertoni Roi Blanco Víctor Martínez Eduardo Pauls Víctor Alcalde Gemma Turon Núria Villegas Adrià Fernández-Torras Carles Pons Lidia Mateo Oriol Guitart-Pla Pau Badia-i-Mompel Aleix Gimeno Nicolas Soler Isabelle Brun-Heath Hugo Zaragoza Patrick Aloy Bioactivity Profile Similarities to Expand the Repertoire of COVID-19 Drugs. 5730-5734 2020 60 J. Chem. Inf. Model. 12 https://doi.org/10.1021/acs.jcim.0c00420 https://www.wikidata.org/entity/Q97543840 db/journals/jcisd/jcisd60.html#Duran-FrigolaBB20

Hugo Zaragoza Marc Najork Web Search Relevance Ranking. 2018 Encyclopedia of Database Systems (2nd ed.) https://doi.org/10.1007/978-1-4614-8265-9_463 reference/db/2018 db/reference/db/w2.html#ZaragozaN18 Mijail A. Kabadjov Udo Kruschwitz Massimo Poesio Josef Steinberger Marc Poch Hugo Zaragoza The OnForumS corpus from the Shared Task on Online Forum Summarisation at MultiLing 2015. 2016 LREC http://www.lrec-conf.org/proceedings/lrec2016/summaries/1182.html conf/lrec/2016 db/conf/lrec/lrec2016.html#KabadjovKPSPZ16

Ricardo Baeza-Yates Mari-Carmen Marcos Arjen P. de Vries Hugo Zaragoza Berkant Barla Cambazoglu Vanessa Murdock 0001 Alvaro Barreiro David E. Losada Ronny Lempel Fabrizio Silvestri Mounia Lalmas ECIR 2012: 34th european conference on information retrieval research. 34-41 2012 46 SIGIR Forum 2 https://doi.org/10.1145/2422256.2422262 db/journals/sigir/sigir46.html#Baeza-YatesMVZCMBLLSL12

Pablo N. Mendes Peter Mika Hugo Zaragoza Roi Blanco Measuring website similarity using an entity-aware click graph. 1697-1701 2012 CIKM https://doi.org/10.1145/2396761.2398500 conf/cikm/2012 db/conf/cikm/cikm2012.html#MendesMZB12 Ricardo Baeza-Yates Arjen P. de Vries Hugo Zaragoza Berkant Barla Cambazoglu Vanessa Murdock 0001 Ronny Lempel Fabrizio Silvestri Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Barcelona, Spain, April 1-5, 2012. Proceedings 7224 2012 Springer Lecture Notes in Computer Science https://doi.org/10.1007/978-3-642-28997-2 https://www.wikidata.org/entity/Q115988570 978-3-642-28996-5 ECIR db/conf/ecir/ecir2012.html

Mihai Surdeanu Massimiliano Ciaramita Hugo Zaragoza Learning to Rank Answers to Non-Factoid Questions from Web Collections. 351-383 2011 37 Comput. Linguistics 2 https://doi.org/10.1162/COLI_a_00051 db/journals/coling/coling37.html#SurdeanuCZ11

Lourdes Araujo Hugo Zaragoza José R. Pérez-Agüera Joaquín Pérez-Iglesias Structure of morphologically expanded queries: A genetic algorithm approach. 279-289 2010 69 Data Knowl. Eng. 3 https://doi.org/10.1016/j.datak.2009.10.010 db/journals/dke/dke69.html#AraujoZPP10

Omar Alonso Hugo Zaragoza Introduction. 381-382 2010 46 Inf. Process. Manag. 4 https://doi.org/10.1016/j.ipm.2010.05.001 db/journals/ipm/ipm46.html#AlonsoZ10

Hugo Zaragoza Berkant Barla Cambazoglu Ricardo Baeza-Yates Web search solved?: all result rankings the same? 529-538 2010 CIKM https://doi.org/10.1145/1871437.1871507 conf/cikm/2010 db/conf/cikm/cikm2010.html#ZaragozaCB10 Gianluca Demartini Malik Muhammad Saad Missen Roi Blanco Hugo Zaragoza TAER: time-aware entity retrieval-exploiting the past to find relevant entities in news articles. 1517-1520 2010 CIKM https://doi.org/10.1145/1871437.1871661 conf/cikm/2010 db/conf/cikm/cikm2010.html#DemartiniMBZ10 Jordi Atserias Giuseppe Attardi Maria Simi Hugo Zaragoza Active Learning for Building a Corpus of Questions for Parsing. 2010 LREC http://www.lrec-conf.org/proceedings/lrec2010/summaries/656.html conf/lrec/2010 db/conf/lrec/lrec2010.html#AtseriasASZ10 Roi Blanco Edward Bortnikov Flavio Junqueira Ronny Lempel Luca Telloli Hugo Zaragoza Caching search engine results over incremental indices. 82-89 2010 SIGIR https://doi.org/10.1145/1835449.1835466 https://www.wikidata.org/entity/Q66711471 conf/sigir/2010 db/conf/sigir/sigir2010.html#BlancoBJLTZ10 Roi Blanco Hugo Zaragoza Finding support sentences for entities. 339-346 2010 SIGIR https://doi.org/10.1145/1835449.1835507 conf/sigir/2010 db/conf/sigir/sigir2010.html#BlancoZ10 Gianluca Demartini Malik Muhammad Saad Missen Roi Blanco Hugo Zaragoza Entity summarization of news articles. 795-796 2010 SIGIR https://doi.org/10.1145/1835449.1835620 conf/sigir/2010 db/conf/sigir/sigir2010.html#DemartiniMBZ10 Berkant Barla Cambazoglu Hugo Zaragoza Olivier Chapelle Jiang Chen Ciya Liao Zhaohui Zheng 0001 Jon Degenhardt Early exit optimizations for additive machine learned ranking systems. 411-420 2010 WSDM https://doi.org/10.1145/1718487.1718538 conf/wsdm/2010 db/conf/wsdm/wsdm2010.html#CambazogluZCCLZD10 Jeffrey Pound Peter Mika Hugo Zaragoza Ad-hoc object retrieval in the web of data. 771-780 2010 WWW https://doi.org/10.1145/1772690.1772769 conf/www/2010 db/conf/www/www2010.html#PoundMZ10 Roi Blanco Edward Bortnikov Flavio Junqueira Ronny Lempel Luca Telloli Hugo Zaragoza Caching search engine results over incremental indices. 1065-1066 2010 WWW https://doi.org/10.1145/1772690.1772806 https://www.wikidata.org/entity/Q66709302 conf/www/2010 db/conf/www/www2010.html#BlancoBJLTZ10

Stephen E. Robertson Hugo Zaragoza The Probabilistic Relevance Framework: BM25 and Beyond. 333-389 2009 3 Found. Trends Inf. Retr. 4 https://doi.org/10.1561/1500000019 https://www.wikidata.org/entity/Q57254669 db/journals/ftir/ftir3.html#RobertsonZ09

Eneko Agirre Olatz Ansa Xabier Arregi Maddalen Lopez de Lacalle Arantxa Otegi Xabier Saralegi Hugo Zaragoza Elhuyar-IXA: Semantic Relatedness and Cross-Lingual Passage Retrieval. 273-280 2009 CLEF (1) https://doi.org/10.1007/978-3-642-15754-7_31 https://www.wikidata.org/entity/Q57400830 conf/clef/2009 db/conf/clef/clef2009.html#AgirreAALOSZ09 Eneko Agirre Olatz Ansa Xabier Arregi Maddalen Lopez de Lacalle Arantxa Otegi Xabier Saralegi Hugo Zaragoza Elhuyar-IXA: Semantic Relatedness and Cross-lingual Passage Retrieval. 2009 CLEF (Working Notes) https://ceur-ws.org/Vol-1175/CLEF2009wn-QACLEF-AgirreEt2009.pdf conf/clef/2009w db/conf/clef/clef2009w.html#AgirreAALOSZ09a Eneko Agirre Arantxa Otegi Hugo Zaragoza Using Semantic Relatedness and Word Sense Disambiguation for (CL)IR. 166-173 2009 CLEF (1) https://doi.org/10.1007/978-3-642-15754-7_20 https://www.wikidata.org/entity/Q57400832 conf/clef/2009 db/conf/clef/clef2009.html#AgirreOZ09 Eneko Agirre Arantxa Otegi Hugo Zaragoza Using Semantic Relatedness and Word Sense Disambiguation for (CL)IR. 2009 CLEF (Working Notes) https://ceur-ws.org/Vol-1175/CLEF2009wn-adhoc-AgirreEt2009b.pdf conf/clef/2009w db/conf/clef/clef2009w.html#AgirreOZ09a Katja Filippova Mihai Surdeanu Massimiliano Ciaramita Hugo Zaragoza Company-Oriented Extractive Summarization of Financial News. 246-254 2009 EACL https://aclanthology.org/E09-1029/ conf/eacl/2009 db/conf/eacl/eacl2009.html#FilippovaSCZ09 Donald Metzler Hugo Zaragoza Semi-parametric and Non-parametric Term Weighting for Information Retrieval. 42-53 2009 ICTIR https://doi.org/10.1007/978-3-642-04417-5_5 conf/ictir/2009 db/conf/ictir/ictir2009.html#MetzlerZ09 Peter Mika Edgar Meij Hugo Zaragoza Investigating the Semantic Gap through Query Log Analysis. 441-455 2009 ISWC https://doi.org/10.1007/978-3-642-04930-9_28 https://www.wikidata.org/entity/Q125463297 conf/semweb/2009 db/conf/semweb/iswc2009.html#MikaMZ09 Hugo Zaragoza Michael Matthews Roi Blanco Jordi Atserias Annotated Search and Element Retrieval. 2009 LivingWeb@ISWC https://ceur-ws.org/Vol-515/livingweb2009_paper8.pdf conf/semweb/2009lw db/conf/semweb/lw2009.html#ZaragozaMBA09 Edgar Meij Peter Mika Hugo Zaragoza An evaluation of entity and frequency based query completion methods. 678-679 2009 SIGIR https://doi.org/10.1145/1571941.1572074 conf/sigir/2009 db/conf/sigir/sigir2009.html#MeijMZ09 Hugo Zaragoza Marc Najork Web Search Relevance Ranking. 3497-3501 2009 Encyclopedia of Database Systems https://doi.org/10.1007/978-0-387-39940-9_463 reference/db/2009 db/reference/db/w.html#ZaragozaN09

V. Richard Benjamins John Davies Ricardo Baeza-Yates Peter Mika Hugo Zaragoza Mark Greaves José Manuél Gómez-Pérez Jesús Contreras John Domingue Dieter Fensel Near-Term Prospects for Semantic Technologies. 76-88 2008 23 IEEE Intell. Syst. 1 https://doi.org/10.1109/MIS.2008.10 http://doi.ieeecomputersociety.org/10.1109/MIS.2008.10 db/journals/expert/expert23.html#BenjaminsDBMZGGCDF08

Peter Mika Massimiliano Ciaramita Hugo Zaragoza Jordi Atserias Learning to Tag and Tagging to Learn: A Case Study on Wikipedia. 26-33 2008 23 IEEE Intell. Syst. 5 https://doi.org/10.1109/MIS.2008.85 http://doi.ieeecomputersociety.org/10.1109/MIS.2008.85 https://www.wikidata.org/entity/Q66709274 db/journals/expert/expert23.html#MikaCZA08

Omar Alonso Hugo Zaragoza Exploiting semantic annotations in information retrieval: ESAIR '08. 55-58 2008 42 SIGIR Forum 1 https://doi.org/10.1145/1394251.1394262 https://www.wikidata.org/entity/Q56066625 db/journals/sigir/sigir42.html#AlonsoZ08

Mihai Surdeanu Massimiliano Ciaramita Hugo Zaragoza Learning to Rank Answers on Large Online QA Collections. 719-727 2008 ACL https://aclanthology.org/P08-1082/ conf/acl/2008 db/conf/acl/acl2008.html#SurdeanuCZ08 José R. Pérez-Agüera Hugo Zaragoza Query Clauses and Term Independence. 138-145 2008 CLEF https://doi.org/10.1007/978-3-642-04447-2_17 conf/clef/2008 db/conf/clef/clef2008.html#Perez-AgueraZ08 José R. Pérez-Agüera Hugo Zaragoza UCM-Y!R at CLEF 2008 Robust and WSD tasks. 2008 CLEF (Working Notes) https://ceur-ws.org/Vol-1174/CLEF2008wn-adhoc-PerezAgueraEt2008.pdf conf/clef/2008w db/conf/clef/clef2008w.html#Perez-AgueraZ08a Omar Alonso Hugo Zaragoza Exploiting Semantic Annotations in Information Retrieval. 712 2008 ECIR https://doi.org/10.1007/978-3-540-78646-7_85 conf/ecir/2008 db/conf/ecir/ecir2008.html#AlonsoZ08 Jordi Atserias Hugo Zaragoza Massimiliano Ciaramita Giuseppe Attardi Semantically Annotated Snapshot of the English Wikipedia. 2008 LREC http://www.lrec-conf.org/proceedings/lrec2008/summaries/581.html conf/lrec/2008 db/conf/lrec/lrec2008.html#AtseriasZCA08 Ricardo Baeza-Yates Massimiliano Ciaramita Peter Mika Hugo Zaragoza Towards Semantic Search. 4-11 2008 NLDB https://doi.org/10.1007/978-3-540-69858-6_2 conf/nldb/2008 db/conf/nldb/nldb2008.html#Baeza-YatesCMZ08 José R. Pérez-Agüera Hugo Zaragoza Lourdes Araujo Exploiting Morphological Query Structure Using Genetic Optimisation. 124-135 2008 NLDB https://doi.org/10.1007/978-3-540-69858-6_13 conf/nldb/2008 db/conf/nldb/nldb2008.html#Perez-AgueraZA08 David Vallet Hugo Zaragoza Inferring the most important types of a query: a semantic approach. 857-858 2008 SIGIR https://doi.org/10.1145/1390334.1390541 conf/sigir/2008 db/conf/sigir/sigir2008.html#ValletZ08

Stephen Robertson Hugo Zaragoza On rank-based effectiveness measures and optimization. 321-339 2007 10 Inf. Retr. 3 https://doi.org/10.1007/s10791-007-9025-9 db/journals/ir/ir10.html#RobertsonZ07

Benjamin Piwowarski Hugo Zaragoza Predictive user click models based on click-through history. 175-182 2007 conf/cikm/2007 CIKM https://doi.org/10.1145/1321440.1321467 db/conf/cikm/cikm2007.html#PiwowarskiZ07 Hugo Zaragoza Henning Rode Peter Mika Jordi Atserias Massimiliano Ciaramita Giuseppe Attardi Ranking very many typed entities on wikipedia. 1015-1018 2007 conf/cikm/2007 CIKM https://doi.org/10.1145/1321440.1321599 https://www.wikidata.org/entity/Q29475446 db/conf/cikm/cikm2007.html#ZaragozaRMACA07 Marc Najork Hugo Zaragoza Michael J. Taylor 0001 Hits on the web: how does it compare? 471-478 2007 conf/sigir/2007 SIGIR https://doi.org/10.1145/1277741.1277823 db/conf/sigir/sigir2007.html#NajorkZT07 Michael J. Taylor 0001 Hugo Zaragoza Nick Craswell Stephen Robertson Chris Burges Optimisation methods for ranking functions with multiple parameters. 585-593 2006 conf/cikm/2006 CIKM https://doi.org/10.1145/1183614.1183698 db/conf/cikm/cikm2006.html#TaylorZCRB06 Hugo Zaragoza The Role of Machine Learning in Information Retrieval Research. 14 2006 CORIA http://asso-aria.org/coria/2006/14.pdf conf/coria/2006 db/conf/coria/coria2006.html#Zaragoza06 Hugo Zaragoza Chi-Ho Li Learning What to Talk about in Descriptive Games. 2005 conf/naacl/2005 HLT/EMNLP https://aclanthology.org/H05-1037/ db/conf/naacl/naacl2005.html#ZaragozaL05 291-298 Nick Craswell Stephen E. Robertson Hugo Zaragoza Michael J. Taylor 0001 Relevance weighting for query independent evidence. 416-423 2005 conf/sigir/2005 SIGIR https://doi.org/10.1145/1076034.1076106 db/conf/sigir/sigir2005.html#CraswellRZT05 Nick Craswell Hugo Zaragoza Stephen Robertson Microsoft Cambridge at TREC 14: Enterprise Track. 2005 TREC http://trec.nist.gov/pubs/trec14/papers/microsoft-cambridge.enterprise.pdf conf/trec/2005 db/conf/trec/trec2005.html#CraswellZR05 Stephen E. Robertson Hugo Zaragoza Michael J. Taylor 0001 Simple BM25 extension to multiple weighted fields. 42-49 2004 conf/cikm/2004 CIKM https://doi.org/10.1145/1031171.1031181 db/conf/cikm/cikm2004.html#RobertsonZT04 Djoerd Hiemstra Stephen E. Robertson Hugo Zaragoza Parsimonious language models for information retrieval. 178-185 2004 conf/sigir/2004 SIGIR https://doi.org/10.1145/1008992.1009025 db/conf/sigir/sigir2004.html#HiemstraRZ04 Hugo Zaragoza Nick Craswell Michael J. Taylor 0001 Suchi Saria Stephen E. Robertson Microsoft Cambridge at TREC 13: Web and Hard Tracks. 2004 TREC http://trec.nist.gov/pubs/trec13/papers/microsoft-cambridge.web.hard.pdf conf/trec/2004 db/conf/trec/trec2004.html#ZaragozaCTSR04 Hugo Zaragoza Djoerd Hiemstra Michael E. Tipping Bayesian extension to the language model for ad hoc information retrieval. 4-9 2003 conf/sigir/2003 SIGIR https://doi.org/10.1145/860435.860439 https://www.wikidata.org/entity/Q130801758 db/conf/sigir/sigir2003.html#ZaragozaHT03 Stephen E. Robertson Hugo Zaragoza Michael J. Taylor 0001 Microsoft Cambridge at TREC-12: HARD track. 418-425 2003 conf/trec/2003 TREC http://trec.nist.gov/pubs/trec12/papers/microsoft-cambridge.hard.pdf db/conf/trec/trec2003.html#RobertsonZT03

Hugo Zaragoza Information Retrieval: Algorithms and Heuristics. 271-274 2002 5 Inf. Retr. 2-3 db/journals/ir/ir5.html#Zaragoza02 https://doi.org/10.1023/A:1015758214493

Yaoyong Li Hugo Zaragoza Ralf Herbrich John Shawe-Taylor Jaz S. Kandola The Perceptron Algorithm with Uneven Margins. 379-386 2002 conf/icml/2002 ICML db/conf/icml/icml2002.html#LiZHSK02 Stephen E. Robertson Steve Walker Hugo Zaragoza Ralf Herbrich Microsoft Cambridge at TREC 2002: Filtering Track. 2002 conf/trec/2002 TREC http://trec.nist.gov/pubs/trec11/papers/cambridge.corrected.pdf db/conf/trec/trec2002.html#RobertsonWZH02 Stephen E. Robertson Steve Walker Hugo Zaragoza Microsoft Cambridge at TREC-10: Filtering and Web Tracks. 2001 conf/trec/2001 TREC http://trec.nist.gov/pubs/trec10/papers/msr_cambridge.pdf db/conf/trec/trec2001.html#RobertsonWZ01 Massih-Reza Amini Hugo Zaragoza Patrick Gallinari Learning for Sequence Extraction Tasks. 476-490 2000 RIAO conf/riao/2000 db/conf/riao/riao2000.html#AminiZG00 https://dl.acm.org/doi/10.5555/2835865.2835916 Massih-Reza Amini Hugo Zaragoza Patrick Gallinari Sequence Models for Automatic Highlighting and Surface Information Extraction. 1999 conf/ecir/1999 BCS-IRSG Annual Colloquium on IR Research http://ewic.bcs.org/content/ConWebDoc/4244 db/conf/ecir/ecir1999.html#AminiZG99

Hugo Zaragoza Patrick Gallinari R. Curtelin F. Leglaye Multiple multivariate regression and global sequence optimization: : An application to large-scale models of radiation intensity. 371-382 1998 64 Signal Process. 3 https://doi.org/10.1016/S0165-1684(97)00202-8 db/journals/sigpro/sigpro64.html#ZaragozaGCL98

Hugo Zaragoza Patrick Gallinari Coupled Hierarchical IR and Stochastic Models for Surface Information Extraction. 1998 conf/ecir/1998 BCS-IRSG Annual Colloquium on IR Research http://ewic.bcs.org/content/ConWebDoc/4420 db/conf/ecir/ecir1998.html#ZaragozaG98 Hugo Zaragoza Patrick Gallinari Multiple Multivariate Regression and Global Optimization in a Large Scale Thermodynamical Application. 861-866 1997 conf/icann/1997 ICANN db/conf/icann/icann1997.html#ZaragozaG97 https://doi.org/10.1007/BFb0020262 Eneko Agirre Víctor Alcalde Omar Alonso Patrick Aloy Massih-Reza Amini Olatz Ansa Lourdes Araujo Xabier Arregi Giuseppe Attardi Pau Badia-i-Mompel Ricardo Baeza-Yates Sambaran Bandyopadhyay Álvaro BarreiroAlvaro Barreiro Jordi Atserias BatallaJordi Atserias V. Richard Benjamins Martino Bertoni Arnab Biswas Roi Blanco Edward Bortnikov Isabelle Brun-Heath Christopher J. C. BurgesChris Burges Berkant Barla Cambazoglu Olivier Chapelle Jiang Chen Massimiliano Ciaramita Jesús Contreras Nick Craswell R. Curtelin John Davies Jon Degenhardt Gianluca Demartini John Domingue Miquel Duran-Frigola Dieter Fensel Adrià Fernández-Torras Katja Filippova Patrick Gallinari Aleix Gimeno José Manuél Gómez-Pérez Mark Greaves Oriol GuitartOriol Guitart-Pla Ralf Herbrich Djoerd Hiemstra Flavio Paiva JunqueiraFlavio Junqueira Mijail A. Kabadjov Jaz S. Kandola Udo Kruschwitz Maddalen Lopez de Lacalle Mounia Lalmas-RoellekeMounia Lalmas F. Leglaye Ronny Lempel Chi-Ho Li Yaoyong Li Ciya Liao David E. Losada Mari-Carmen Marcos Lluís Màrquez Víctor Martínez Lidia Mateo Michael Matthews Edgar Meij Pablo N. Mendes Donald Metzler Peter Mika Malik Muhammad Saad Missen Vanessa Murdock 0001 Marc Najork Arantxa Otegi Eduardo Pauls José R. Pérez-Agüera Joaquín Pérez-Iglesias Benjamin Piwowarski Marc Poch Massimo Poesio Carles Pons Jeffrey Pound Nikhil Rao 0001 Chandan K. Reddy Stephen E. RobertsonStephen Robertson Henning Rode Xabier Saralegi Suchi Saria John Shawe-Taylor Fabrizio Silvestri Maria Simi Nicolas Soler Josef Steinberger Karthik Subbian Mihai Surdeanu Michael J. Taylor 0001 Luca Telloli Michael E. Tipping Gemma Turon Fran Valero David Vallet Núria Villegas Arjen P. de Vries Steve Walker Anlu Xing Zhaohui Zheng 0001